| --- |
| license: cc-by-4.0 |
| task_categories: |
| - object-detection |
| - image-classification |
| pretty_name: PuzzleMapDS |
| size_categories: |
| - 1M<n<10M |
| --- |
| |
| # Puzzle-Map Dataset |
|
|
| The **Puzzle-Map Dataset** is a collection of images and annotations for research on computer vision applied to jigsaw puzzles. |
|
|
| ## Directory Structure |
|
|
| ```text |
| masks/ |
| *.png | *.jpg |
| |
| masks-raw/ |
| *.png | *.jpg |
| |
| pieces/ |
| *.png | *.jpg |
| annotations.json |
| |
| puzzles/ |
| *.png | *.jpg |
| annotations.json |
| ``` |
|
|
| ## Description |
|
|
| * **masks/** – Processed masks used for data augmentation. |
| * **masks-raw/** – Original masks used to generate the processed masks. |
| * **pieces/** – Cropped puzzle piece images and their annotations. |
| * **puzzles/** – Complete puzzle images and their annotations. |
|
|
| > **Note:** This dataset does **not** currently provide segmentation annotations. The mask images are auxiliary data used for data augmentation. |
|
|
| ## Piece Annotations |
|
|
| Each image in the `pieces/` directory may contain one or more annotated puzzle pieces. The annotations are stored in `annotations.json`. |
|
|
| Each piece includes the following information: |
|
|
| * **Bounding box** |
| * **Image quality** (`valid`) |
| * **Piece rotation** |
| * **Side classification** (`INNER`, `OUTER`, `SMOOTH`) |
| * **Puzzle identification** |
| * **Puzzle row and column** |
| * **Piece angle inside the original puzzle** |
|
|
| Example: |
|
|
| ```json |
| { |
| "pieces": [ |
| { |
| "bbox": [xmin, ymin, xmax, ymax], |
| "valid": true, |
| "rotation": 90, |
| "sides": { |
| "top": "OUTER", |
| "right": "INNER", |
| "bottom": "SMOOTH", |
| "left": "INNER" |
| }, |
| "puzzle": { |
| "name": "puzzle_001", |
| "row": 3, |
| "column": 5, |
| "angle": 180 |
| } |
| } |
| ] |
| } |
| ``` |
|
|
| ## Acknowledgements |
|
|
| Part of the images and bounding box annotations included in the `pieces/` directory were built upon publicly available datasets from **Roboflow Universe**. |
|
|
| The original authors deserve full credit for collecting and publishing these datasets. |
|
|
| During the development of the Puzzle-Map Dataset, these original annotations were **extended** with additional information, including: |
|
|
| * Image quality labels (`valid`) |
| * Piece rotation |
| * Piece side classification (`INNER`, `OUTER`, `SMOOTH`) |
| * Puzzle identification |
| * Puzzle position (row and column) |
| * Piece orientation angle |
|
|
| These additional annotations were created specifically for the Puzzle-Map project. |
|
|
| ## Original Datasets |
|
|
| ### Puzzle Pieces Detection |
|
|
| * https://universe.roboflow.com/petro-telishevskyi-ewaoc/puzzle-pieces-detection |
|
|
| ```bibtex |
| @misc{puzzle-pieces-detection_dataset, |
| title = {Puzzle pieces detection Dataset}, |
| type = {Open Source Dataset}, |
| author = {Petro Telishevskyi}, |
| howpublished = {\url{https://universe.roboflow.com/petro-telishevskyi-ewaoc/puzzle-pieces-detection}}, |
| url = {https://universe.roboflow.com/petro-telishevskyi-ewaoc/puzzle-pieces-detection}, |
| journal = {Roboflow Universe}, |
| publisher = {Roboflow}, |
| year = {2023}, |
| month = {aug} |
| } |
| ``` |
|
|
| ### Puzzle Dataset |
|
|
| * https://universe.roboflow.com/class-i1e8t/puzzle-vrkx6 |
|
|
| ```bibtex |
| @misc{puzzle-vrkx6_dataset, |
| title = {puzzle Dataset}, |
| type = {Open Source Dataset}, |
| author = {class}, |
| howpublished = {\url{https://universe.roboflow.com/class-i1e8t/puzzle-vrkx6}}, |
| url = {https://universe.roboflow.com/class-i1e8t/puzzle-vrkx6}, |
| journal = {Roboflow Universe}, |
| publisher = {Roboflow}, |
| year = {2022}, |
| month = {aug} |
| } |
| ``` |
|
|
| ## Citation |
|
|
| If you use this dataset in your research, please cite both this repository and the original Roboflow Universe datasets listed above. |
|
|
